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2020 – today
- 2025
[j2]Somphone Siviengphanom
, Patrick C. Brennan, Sarah J. Lewis, Phuong Dung Trieu, Ziba Gandomkar:
A Machine Learning Model Based on Global Mammographic Radiomic Features Can Predict Which Normal Mammographic Cases Radiology Trainees Find Most Difficult. J. Imaging Inform. Medicine 38(3): 1904-1913 (2025)- 2023
- [j1]Somphone Siviengphanom, Ziba Gandomkar, Sarah J. Lewis, Patrick C. Brennan:
Global Radiomic Features from Mammography for Predicting Difficult-To-Interpret Normal Cases. J. Digit. Imaging 36(4): 1541-1552 (2023) - [c5]Ziba Gandomkar, Sarah J. Lewis, Somphone Siviengphanom, Dennis Wong, Ernest U. Ekpo, Moayyad E. Suleiman, Xuetong Tao, Warren M. Reed, Patrick C. Brennan:
False-negative diagnosis might occur due to absence of the global radiomic signature of malignancy on screening mammograms. Image Perception, Observer Performance, and Technology Assessment 2023 - [c4]Somphone Siviengphanom, Ziba Gandomkar, Sarah J. Lewis, Patrick C. Brennan:
Global mammographic radiomic signature can predict radiologists' difficult-to-interpret normal cases. Image Perception, Observer Performance, and Technology Assessment 2023 - [c3]Xuetong Tao, Somphone Siviengphanom, Ziba Gandomkar, Tong Li, Warren M. Reed, Patrick C. Brennan:
Investigating the error-making patterns in reading high-density screening mammograms between radiologists from two countries. Image Perception, Observer Performance, and Technology Assessment 2023 - 2022
- [c2]Ziba Gandomkar, Somphone Siviengphanom, Moayyad E. Suleiman, Dennis Wong, Warren M. Reed, Ernest U. Ekpo, Dong Xu, Sarah J. Lewis, Patrick C. Brennan:
The reliability of radiologists' first impression interpreting a screening mammogram. Image Perception, Observer Performance, and Technology Assessment 2022 - 2021
- [c1]Ziba Gandomkar, Ernest U. Ekpo, Sarah J. Lewis, Moayyad E. Suleiman, Somphone Siviengphanom, Tong Li, Patrick C. Brennan:
An end-to-end deep learning model can detect the gist of the abnormal in prior mammograms as perceived by experienced radiologists. Image Perception, Observer Performance, and Technology Assessment 2021
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